Upload README.md

README.md

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+---
+license: cc-by-nc-4.0
+---
+
+## Description
+
+This repo contains bf16 files of Nyxene-v1-11B. Same as the [previous version](https://huggingface.co/beberik/Nyxene-11B) but I used newer models and tried to repeat what I experimented with when there were older models.
+
+## Model used
+- [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
+- [openaccess-ai-collective/DPOpenHermes-7B](https://huggingface.co/openaccess-ai-collective/DPOpenHermes-7B)
+- [fblgit/juanako-7b-UNA](https://huggingface.co/fblgit/juanako-7b-UNA)
+- [chargoddard/loyal-piano-m7](https://huggingface.co/chargoddard/loyal-piano-m7)
+- [argilla/notus-7b-v1](https://huggingface.co/argilla/notus-7b-v1)
+
+I added a new model because after the same action but using zephyr and dolphin the model turned out to be more creative.
+
+## Prompt template
+
+The best one after further testing is this one:
+
+```
+<|system|>
+Below is an instruction that describes a task. Write a response that appropriately completes the request.
+<|user|>
+{prompt}
+<|assistant|>
+```
+
+## The secret sauce
+
+Nyxene-11B :
+```
+slices:
+  - sources:
+      - model: chargoddard/loyal-piano-m7
+        layer_range: [0, 48]
+      - model: argilla/notus-7b-v1
+        layer_range: [0, 48]
+merge_method: slerp
+base_model: argilla/notus-7b-v1
+parameters:
+  t:
+    - filter: lm_head 
+      value: [0.75]
+    - filter: embed_tokens
+      value: [0.75]
+    - filter: self_attn
+      value: [0.75, 0.25]
+    - filter: mlp
+      value:  [0.25, 0.75]
+    - filter: layernorm
+      value: [0.5, 0.5]
+    - filter: modelnorm
+      value: [0.75]
+    - value: 0.99 # fallback for rest of tensors
+dtype: bfloat16
+```
+
+loyal-piano-m7-juanako-11B :
+```
+slices:
+  - sources:
+    - model: fblgit/juanako-7b-UNA
+      layer_range: [0, 24]
+  - sources:
+    - model: ehartford/dolphin-2.1-mistral-7b
+      layer_range: [8, 32]
+merge_method: passthrough
+dtype: bfloat16
+```
+
+Starling-DPOHermes-11B :
+```
+slices:
+  - sources:
+    - model: berkeley-nest/Starling-LM-7B-alpha
+      layer_range: [0, 24]
+  - sources:
+    - model: mlabonne/NeuralHermes-2.5-Mistral-7B
+      layer_range: [8, 32]
+merge_method: passthrough
+dtype: bfloat16
+```
+
+Nyxene-11B :
+```
+slices:
+  - sources:
+      - model: dolphin-juanako-11B
+        layer_range: [0, 48]
+      - model: Starling-NeuralHermes-11B
+        layer_range: [0, 48]
+merge_method: slerp
+base_model: dolphin-juanako-11B
+parameters:
+  t:
+    - filter: lm_head 
+      value: [0.75]
+    - filter: embed_tokens
+      value: [0.75]
+    - filter: self_attn
+      value: [0.75, 0.25]
+    - filter: mlp
+      value:  [0.25, 0.75]
+    - filter: layernorm
+      value: [0.5, 0.5]
+    - filter: modelnorm
+      value: [0.75]
+    - value: 0.5 # fallback for rest of tensors
+dtype: bfloat16
+```
+I use [mergekit](https://github.com/cg123/mergekit) for all the manipulation told here.